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2022 |
Paquette, Courtney |
| Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings
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2022 |
Bassily, Raef |
| Twins: Revisiting the Design of Spatial Attention in Vision Transformers
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2022 |
Chu, Xiangxiang |
| Learning Graph Models for Retrosynthesis Prediction
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2022 |
Somnath, Vignesh Ram |
| Deep Neural Networks as Point Estimates for Deep Gaussian Processes
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2022 |
Dutordoir, Vincent |
| Private and Non-private Uniformity Testing for Ranking Data
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2022 |
Busa-Fekete, Róbert |
| Causal Abstractions of Neural Networks
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2022 |
Geiger, Atticus |
| Why Spectral Normalization Stabilizes GANs: Analysis and Improvements
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2022 |
Lin, Zinan |
| MADE: Exploration via Maximizing Deviation from Explored Regions
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2022 |
Zhang, Tianjun |
| Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation
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2022 |
Wang, Yue |
| Can fMRI reveal the representation of syntactic structure in the brain?
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2022 |
Reddy, Aniketh Janardhan |
| Differentiable Quality Diversity
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2022 |
Fontaine, Matthew |
| Efficient Statistical Assessment of Neural Network Corruption Robustness
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2022 |
TIT, Karim |
| Hierarchical Clustering: O(1)-Approximation for Well-Clustered Graphs
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2022 |
Manghiuc, Bogdan-Adrian |
| Integrating Tree Path in Transformer for Code Representation
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2022 |
Peng, Han |
| Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games
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2022 |
Sakaue, Shinsaku |
| Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System
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2022 |
Schultheis, Matthias |
| An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap
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2022 |
Wang, Yuanhao |
| Compositional Transformers for Scene Generation
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2022 |
Arad Hudson, Dor |
| Model-Based Reinforcement Learning via Imagination with Derived Memory
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2022 |
Mu, Yao |
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